Artificial-intelligence-driven customized manufacturing factory: key technologies, applications, and challenges
The traditional production paradigm of large batch production does not offer flexibility toward
satisfying the requirements of individual customers. A new generation of smart factories is …
satisfying the requirements of individual customers. A new generation of smart factories is …
A requirements driven digital twin framework: Specification and opportunities
Among the tenets of Smart Manufacturing (SM) or Industry 4.0 (I4. 0), digital twin (DT), which
represents the capabilities of virtual representations of components and systems, has been …
represents the capabilities of virtual representations of components and systems, has been …
Multi-agent based manufacturing: current trends and challenges
T Pulikottil, LA Estrada-Jimenez… - 2021 26th IEEE …, 2021 - ieeexplore.ieee.org
The advent of Industry 4.0 and the development of future industrial applications can be
achieved using Cyber-Physical Systems (CPS). This technological development invokes …
achieved using Cyber-Physical Systems (CPS). This technological development invokes …
Dynamic production scheduling towards self-organizing mass personalization: A multi-agent dueling deep reinforcement learning approach
Mass personalization is rapidly approaching. In response, manufacturing systems should be
capable of autonomously changing production plans, configurations and schedules under …
capable of autonomously changing production plans, configurations and schedules under …
Dynamic distributed decision-making for resilient resource reallocation in disrupted manufacturing systems
The COVID-19 pandemic brings many unexpected disruptions, such as frequently shifting
markets and limited human workforce, to manufacturers. To stay competitive, flexible and …
markets and limited human workforce, to manufacturers. To stay competitive, flexible and …
Potential for combining semantics and data analysis in the context of digital twins
Modern production systems can benefit greatly from integrated and up-to-date digital
representations. Their applications range from consistency checks during the design phase …
representations. Their applications range from consistency checks during the design phase …
[HTML][HTML] Customization and flexible manufacturing capacity using a graphical method applied on a configurable multi-agent system
A Nilsson, F Danielsson, B Svensson - Robotics and Computer-Integrated …, 2023 - Elsevier
This article proposes a Plug & Produce and goal-oriented configurable multi-agent system
that admits adding and removing resources to balance the manufacturing capacity without …
that admits adding and removing resources to balance the manufacturing capacity without …
Toward an automated learning control architecture for cyber-physical manufacturing systems
Manufacturers are constantly looking to enhance the performance of their manufacturing
systems by improving their ability to address disruptions and disturbances, while reducing …
systems by improving their ability to address disruptions and disturbances, while reducing …
Cooperative product agents to improve manufacturing system flexibility: A model-based decision framework
Due to the advancements in manufacturing system technology and the ever-increasing
demand for personalized products, there is a growing desire to improve the flexibility of …
demand for personalized products, there is a growing desire to improve the flexibility of …
An analytic hierarchy process augmented with expert rules for product driven control in cyber-physical manufacturing systems
Abstract In Cyber-Physical Manufacturing Systems (CPMS), numerous distributed control
architectures were suggested to make different production entities active with respect to …
architectures were suggested to make different production entities active with respect to …